{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "2dbefd71",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "std::cout are redirected to python::stdout\n",
      "std::cerr are redirected to python::stderr\n",
      "2022-03-06 16:25:02.753 [HKU-I] - Using SQLITE3 BaseInfoDriver (BaseInfoDriver.cpp:58)\n",
      "2022-03-06 16:25:02.753 [HKU-I] - Loading market information... (StockManager.cpp:497)\n",
      "2022-03-06 16:25:02.753 [HKU-I] - Loading stock type information... (StockManager.cpp:510)\n",
      "2022-03-06 16:25:02.754 [HKU-I] - Loading stock information... (StockManager.cpp:424)\n",
      "2022-03-06 16:25:02.798 [HKU-I] - Loading stock weight... (StockManager.cpp:527)\n",
      "2022-03-06 16:25:03.131 [HKU-I] - Loading KData... (StockManager.cpp:139)\n",
      "2022-03-06 16:25:03.133 [HKU-I] - Preloading all day kdata to buffer! (StockManager.cpp:162)\n",
      "2022-03-06 16:25:03.134 [HKU-I] - Preloading all week kdata to buffer! (StockManager.cpp:165)\n",
      "2022-03-06 16:25:03.134 [HKU-I] - Preloading all month kdata to buffer! (StockManager.cpp:168)\n",
      "2022-03-06 16:25:03.145 [HKU-I] - 0.01s Loaded Data. (StockManager.cpp:150)\n",
      "Wall time: 951 ms\n"
     ]
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "%time from hikyuu.interactive import *\n",
    "from pylab import plot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "6d8078dc",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 创建一个系统策略\n",
    "my_mm = MM_FixedCount(100)\n",
    "my_sg = my_sg = SG_Flex(EMA(n=5), slow_n=10)\n",
    "my_sys = SYS_Simple(sg=my_sg, mm=my_mm)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "79aa46ca",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 创建一个选择算法，用于在每日选定交易系统\n",
    "# 此处是固定选择器，即每日选出的都是指定的交易系统\n",
    "my_se = SE_Fixed([s for s in blocka if s.valid], my_sys)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "cd7c2dc5",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 创建一个资产分配器，用于确定如何在选定的交易系统中进行资产分配\n",
    "# 此处创建的是一个等比例分配资产的分配器，即按相同比例在选出的系统中进行资金分配\n",
    "my_af = AF_EqualWeight()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "c9d3a04d",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 创建资产组合\n",
    "# 创建一个从2001年1月1日开始的账户，初始资金200万元。这里由于使用的等比例分配器，意味着将账户剩余资金在所有选中的系统中平均分配，\n",
    "# 如果初始资金过小，将导致每个系统都没有充足的资金完成交易。\n",
    "my_tm = crtTM(Datetime(200101010000), 2000000)\n",
    "my_pf = PF_Simple(tm=my_tm, af=my_af, se=my_se)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "d7d51202",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Wall time: 3.25 s\n"
     ]
    }
   ],
   "source": [
    "# 运行投资组合\n",
    "q = Query(-500)\n",
    "%time my_pf.run(Query(-500))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "40d5c33f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = my_tm.get_funds_curve(sm.get_trading_calendar(q))\n",
    "PRICELIST(x).plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "db82df69",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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